Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 12:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.214 s
2022-11-24 12:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.285 s 1.158
2022-11-24 12:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.224 s 1.229
2022-11-24 12:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.348 s 1.120
2022-11-24 12:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.323 s 1.623
2022-11-24 12:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.812 s 0.976
2022-11-24 12:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.386 s 1.000
2022-11-24 12:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.367 s 1.796
2022-11-24 12:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.583 s 1.127
2022-11-24 12:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.313 s 1.083
2022-11-24 12:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.324 s 0.887
2022-11-24 12:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.402 s 1.116
2022-11-24 12:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.532 s 0.669
2022-11-24 12:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.396 s 1.132
2022-11-24 12:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.894 s 1.699
2022-11-24 12:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.365 s 0.821
2022-11-24 12:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.254 s 1.431
2022-11-24 12:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.263 s 1.163
2022-11-24 12:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.458 s 0.646
2022-11-24 12:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.790 s 1.128
2022-11-24 12:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.311 s 1.362
2022-11-24 12:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.361 s 1.429
2022-11-24 12:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.263 s 3.009
2022-11-24 12:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s -0.101
2022-11-24 12:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.543 s 1.294
2022-11-24 12:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.270
2022-11-24 12:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.290 s 0.592
2022-11-24 12:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.307 s 0.555
2022-11-24 12:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.301 s 0.677
2022-11-24 12:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.892 s 1.132
2022-11-24 12:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.445 s 0.905
2022-11-24 12:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.331 s 1.044
2022-11-24 12:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.372 s 0.993
2022-11-24 12:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s -0.105
2022-11-24 12:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.875 s 0.734
2022-11-24 12:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.560 s 0.303
2022-11-24 12:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.427 s 0.761
2022-11-24 12:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s 3.229
2022-11-24 12:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.292 s 0.673
2022-11-24 12:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.303 s 1.115
2022-11-24 12:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.192 s 0.343
2022-11-24 12:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.184
2022-11-24 12:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.386
2022-11-24 12:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s 0.850
2022-11-24 12:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.219 s 0.483
2022-11-24 12:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.735 s 0.683
2022-11-24 12:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.446 s 1.102
2022-11-24 13:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.309 s 0.498
2022-11-24 13:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.338 s 0.766
2022-11-24 12:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.456 s 0.881
2022-11-24 12:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.413 s 1.110
2022-11-24 13:11 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.669 s 1.486
2022-11-24 13:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.548 s 1.642
2022-11-24 12:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.400 s 1.032
2022-11-24 12:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.879 s 1.232
2022-11-24 13:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.383 s 0.973
2022-11-24 13:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.642 s 0.527
2022-11-24 12:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.323 s 0.710
2022-11-24 13:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.360 s 0.816
2022-11-24 13:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.864 s 1.105
2022-11-24 13:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.393 s 1.001
2022-11-24 13:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.325 s -0.177
2022-11-24 13:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.066 s 1.144
2022-11-24 12:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.504 s 1.051
2022-11-24 13:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.784 s 1.874
2022-11-24 13:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.411 s 0.991
2022-11-24 12:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.409 s 0.872
2022-11-24 12:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.366 s 0.553
2022-11-24 12:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.825 s 1.193
2022-11-24 12:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.941 s 0.947
2022-11-24 13:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.008 s 1.260
2022-11-24 13:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.359 s 0.975
2022-11-24 13:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.215 s 0.549
2022-11-24 12:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.330 s 0.497
2022-11-24 13:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.273 s 1.208
2022-11-24 13:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.596
2022-11-24 12:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.052 s 2.525
2022-11-24 13:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.391 s 0.657
2022-11-24 12:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.475 s 1.897
2022-11-24 12:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.246 s 1.272
2022-11-24 13:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.454 s 0.832
2022-11-24 13:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.288 s 0.858
2022-11-24 13:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.334
2022-11-24 13:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.513 s 1.274
2022-11-24 13:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.019 s 2.369
2022-11-24 12:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.372 s 0.817
2022-11-24 13:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.319 s 1.057
2022-11-24 13:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s 0.282
2022-11-24 13:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.202
2022-11-24 13:11 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.342 s 1.395
2022-11-24 13:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.155 s 2.047
2022-11-24 13:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.294 s 1.032
2022-11-24 13:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s 0.359
2022-11-24 13:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.491 s 0.876
2022-11-24 13:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.969 s 0.658
2022-11-24 13:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.072 s 0.822
2022-11-24 13:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.673 s 0.747
2022-11-24 13:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.288 s 0.909
2022-11-24 13:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.390 s 0.784
2022-11-24 13:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.524 s 1.132
2022-11-24 13:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.796 s 0.546
2022-11-24 13:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.266 s 1.024
2022-11-24 13:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.601 s 2.763
2022-11-24 13:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.275 s 0.758
2022-11-24 13:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.237
2022-11-24 13:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.483 s 0.745
2022-11-24 13:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.364 s 3.035
2022-11-24 13:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.326 s 0.786
2022-11-24 13:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 1.118
2022-11-24 13:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.258 s 1.074
2022-11-24 14:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.487 s 1.077
2022-11-24 13:39 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.474 s 1.895
2022-11-24 13:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.312 s 0.772
2022-11-24 14:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.334 s 0.712
2022-11-24 13:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.301 s 0.758
2022-11-24 14:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.392 s 0.989
2022-11-24 14:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.391 s 0.603
2022-11-24 14:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.141 s 1.742
2022-11-24 13:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.177
2022-11-24 13:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.231 s 0.595
2022-11-24 13:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.371 s 1.150
2022-11-24 14:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.031 s 0.904
2022-11-24 13:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.242 s 0.431
2022-11-24 13:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.534 s -0.101
2022-11-24 13:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.825 s -0.029
2022-11-24 13:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.259 s 0.780
2022-11-24 13:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 1.060
2022-11-24 13:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.465 s 1.277
2022-11-24 14:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.116 s 2.344
2022-11-24 14:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.524 s 1.605
2022-11-24 14:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.350 s 0.934
2022-11-24 13:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.305 s 0.728
2022-11-24 13:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.741 s 1.098
2022-11-24 13:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.527 s 0.253
2022-11-24 13:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.340 s 1.007
2022-11-24 14:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.342 s 1.351
2022-11-24 13:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.300 s 0.068
2022-11-24 13:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.499 s 0.900
2022-11-24 13:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.053
2022-11-24 13:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.882 s 0.997
2022-11-24 13:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.335 s 0.685
2022-11-24 13:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.310 s 0.576
2022-11-24 13:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.359 s 0.578
2022-11-24 13:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.714 s 0.636
2022-11-24 13:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.228 s 0.890
2022-11-24 14:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s 0.824
2022-11-24 13:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.858 s 0.307
2022-11-24 13:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.249 s 0.852
2022-11-24 13:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.903 s 1.504
2022-11-24 14:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.301 s 1.078
2022-11-24 14:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.300 s 0.663
2022-11-24 14:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s 0.519
2022-11-24 13:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.204 s 1.182
2022-11-24 13:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.098 s 2.188
2022-11-24 13:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.250 s 0.771
2022-11-24 14:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.589 s 1.322
2022-11-24 14:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.535 s 0.560
2022-11-24 13:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.488 s 0.824
2022-11-24 14:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.892 s 2.004
2022-11-24 14:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.608 s 0.041
2022-11-24 14:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.422 s 1.146
2022-11-24 14:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.519 s 0.914
2022-11-24 14:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.950 s 0.596
2022-11-24 14:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.797 s 2.477
2022-11-24 14:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.996 s 0.952
2022-11-24 14:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.499 s 1.107
2022-11-24 14:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.261 s 0.586
2022-11-24 14:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.234 s 0.402
2022-11-24 14:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.300 s 0.801
2022-11-24 14:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.227 s 0.652
2022-11-24 14:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.387 s 0.924
2022-11-24 14:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.340 s 0.859
2022-11-24 14:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.719 s 1.062
2022-11-24 14:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.519 s 1.936
2022-11-24 14:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 37.930 s 3.404
2022-11-24 14:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.057 s 1.179